Rule-based Weapon Target Assignment on the battlefield


Şahin M. A. , LEBLEBİCİOĞLU M. K.

IFAC Proceedings Volumes (IFAC-PapersOnline), vol.44, no.1 PART 1, pp.13600-13605, 2011 (Refereed Journals of Other Institutions) identifier

  • Publication Type: Article / Abstract
  • Volume: 44 Issue: 1 PART 1
  • Publication Date: 2011
  • Doi Number: 10.3182/20110828-6-it-1002.01214
  • Title of Journal : IFAC Proceedings Volumes (IFAC-PapersOnline)
  • Page Numbers: pp.13600-13605

Abstract

The Weapon Target Assignment (WTA) problem is the problem of assigning weapons to threats with the objective of minimizing the expected survival value of threats. On a real battlefield, the problem must be solved in quite short time, i.e., real-time. Considering combinatorial complexity of the problem and the strict time constraint, a fuzzy decision maker (FDM) is proposed as an alternative in helping commanders to decide on proper WTA. The idea is to build a FDM for a given data set using an extended grid partitioning based on sensitivity analysis of the input variables. The proposed decision maker is implemented and then tested with a number of randomly sampled WTA instances on realistic scenarios. The proposed system has a satisfactory performance. © 2011 IFAC.